{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "\n",
    "import  os \n",
    "from os.path import join, isdir, isfile, exists\n",
    "from os import makedirs\n",
    "\n",
    "import cv2\n",
    "from glob import glob\n",
    "\n",
    "import json\n",
    "\n",
    "import glob\n",
    "\n",
    "import numpy as np\n",
    "def makedir(path):\n",
    "    \n",
    "    if not exists(path):\n",
    "        makedirs(path)\n",
    "import cv2\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "'''\n",
    "description:  draw boxes into image\n",
    "param {*} img\n",
    "param {*} labels\n",
    "return {*}\n",
    "'''\n",
    "def draw_boxes(img,labels):\n",
    "    for i in range(len(labels)):\n",
    "        staff = labels[i]\n",
    "        id = staff[-1]\n",
    "        box = staff[:4]\n",
    "        cv2.rectangle(img, (int(float(box[0])), int(float(box[1]))),\n",
    "                    (int(float(box[0])) + int(float(box[2])),\n",
    "                    int(float(box[1])) + int(float(box[3]))),\n",
    "                    (255, 255, 0), 2, cv2.LINE_4)\n",
    "        cv2.rectangle(img, (int(float(box[0])), int(float(box[1]))),\n",
    "                    ((int(float(box[0])) + 20),\n",
    "                    (int(float(box[1])) + 15)),\n",
    "                    (255, 255, 0), thickness=-1)\n",
    "                    \n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "# root = \"/data/xusc/exp/topictrack-bee/data/Ant_dataset\"\n",
    "\n",
    "# for dirname_ in glob.glob(join(root,'test')+'/*'):\n",
    "\n",
    "#     src_dirname = join(dirname_,'img')\n",
    "#     tgt_dirname = join(dirname_,'img1')\n",
    "\n",
    "#     if exists(src_dirname):\n",
    "#         os.rename(src_dirname, tgt_dirname)\n",
    "    \n",
    "    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [],
   "source": [
    "\n",
    "import cv2\n",
    "\n",
    "\n",
    "'''\n",
    "description:  convert data from PR_ant_bee dataset format to TOPIC_dataset_format \n",
    "return {*}\n",
    "'''\n",
    "class Convertor:\n",
    "\n",
    "\n",
    "    def __init__(self,path):\n",
    "\n",
    "        subsets =['test','train',]\n",
    "\n",
    "        \n",
    "\n",
    "        all_seqs = [] \n",
    "        for subset_name in subsets :\n",
    "            seqs = glob.glob(join(path,subset_name)+'/*')\n",
    "\n",
    "            all_seqs += seqs\n",
    "        self.all_seqs = sorted(all_seqs)\n",
    "\n",
    "    def __len__(self):\n",
    "\n",
    "        return len(self.all_seqs)\n",
    "\n",
    "    def debug(self,idx):\n",
    "\n",
    "        img_idx = 10\n",
    "\n",
    "        img_names,labels =self.getitem(idx)\n",
    "    \n",
    "\n",
    "        img = cv2.imread(img_names[img_idx])\n",
    "\n",
    "        label_idxes = np.where(labels[:,0] == img_idx + 1)[0]\n",
    "        label = labels[label_idxes]\n",
    "\n",
    "        #* convert\n",
    "        # print(label)\n",
    "        \n",
    "        \n",
    "        # label[:,2:4]  = label[:,2:4] - label[:,4:6]/2\n",
    "        draw_boxes(img,label[:,2:])\n",
    "        cv2.imwrite('a.jpg',img)\n",
    "\n",
    "    \n",
    "\n",
    "\n",
    "\n",
    "\n",
    "    def getitem(self,idx):\n",
    "\n",
    "        path = self.all_seqs[idx]\n",
    "\n",
    "\n",
    "        labels = np.loadtxt(join(path,'gt','gt.txt'),delimiter=',')\n",
    "\n",
    "        img_names = sorted(glob.glob(join(path,'img1','*.jpg')))\n",
    "\n",
    "        \n",
    "        return img_names,labels\n",
    "\n",
    "    \n",
    "    '''\n",
    "    description:  change back into the   topic format \n",
    "    param {*} self\n",
    "    param {*} idx\n",
    "    return {*}\n",
    "    '''\n",
    "    def modify(self,idx):\n",
    "        \n",
    "        img_names,labels = self.getitem(idx)\n",
    "\n",
    "        new_lalel = []\n",
    "        for line in labels:\n",
    "            # print(line,type(line),line.shape)\n",
    "            line  = line.tolist() + [1.0,1.0]\n",
    "            line = np.array(line).astype(np.str0).tolist()\n",
    "\n",
    "            line[0] = str(int(float(line[0]))).rjust(6, '0') \n",
    "            \n",
    "            new_lalel.append(','.join(line))\n",
    "\n",
    "        #* save  \n",
    "        \n",
    "        path = self.all_seqs[idx]\n",
    "\n",
    "        np.savetxt(join(path,'gt','gt.txt'),new_lalel,fmt='%s')\n",
    "        \n",
    "\n",
    "            \n",
    "\n",
    "    '''\n",
    "    description: modify the img id \n",
    "    param {*} self\n",
    "    param {*} idx\n",
    "    return {*}\n",
    "    '''\n",
    "    def modify_img_id(self,idx):\n",
    "        \n",
    "        img_names,labels = self.getitem(idx)\n",
    "\n",
    "        new_lalel = []\n",
    "        for line in labels:\n",
    "            # print(line,type(line),line.shape)\n",
    "            \n",
    "            line = np.array(line).astype(np.str0).tolist()\n",
    "\n",
    "            line[0] = str(int(float(line[0]) ) + 1).rjust(6, '0') \n",
    "            \n",
    "            new_lalel.append(','.join(line))\n",
    "\n",
    "        #* save  \n",
    "        \n",
    "        path = self.all_seqs[idx]\n",
    "\n",
    "        np.savetxt(join(path,'gt','gt.txt'),new_lalel,fmt='%s')\n",
    "\n",
    "\n",
    "class WiredConvertor(Convertor):\n",
    "\n",
    "    def __init__(self,path):\n",
    "\n",
    "        subsets =['beedance',]\n",
    "\n",
    "        all_seqs = [] \n",
    "        for subset_name in subsets :\n",
    "            seqs = glob.glob(join(path,subset_name)+'/*')\n",
    "\n",
    "            all_seqs += seqs\n",
    "        self.all_seqs = sorted(all_seqs)\n",
    "\n",
    "        \n",
    "# root = \"/data/xusc/exp/topictrack-bee/data/antmove\"\n",
    "# converter = Convertor(root)\n",
    "root = \"/data/xusc/exp/topictrack-bee/data/beedance\"\n",
    "converter = WiredConvertor(root)\n",
    "\n",
    "# converter.modify_img_id(0)\n",
    "\n",
    "\n",
    "# a = converter.debug(0)\n",
    "\n",
    "# for idx in range(converter.__len__()):\n",
    "for idx in range(4):\n",
    "    # print(converter.getitem(idx)[0])\n",
    "    converter.modify_img_id(idx)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
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       "  '/data/xusc/exp/topictrack-bee/data/beedance/beedance/bee01/img1/000524.jpg',\n",
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       "  '/data/xusc/exp/topictrack-bee/data/beedance/beedance/bee01/img1/000527.jpg',\n",
       "  '/data/xusc/exp/topictrack-bee/data/beedance/beedance/bee01/img1/000528.jpg',\n",
       "  '/data/xusc/exp/topictrack-bee/data/beedance/beedance/bee01/img1/000529.jpg',\n",
       "  '/data/xusc/exp/topictrack-bee/data/beedance/beedance/bee01/img1/000530.jpg',\n",
       "  '/data/xusc/exp/topictrack-bee/data/beedance/beedance/bee01/img1/000531.jpg',\n",
       "  '/data/xusc/exp/topictrack-bee/data/beedance/beedance/bee01/img1/000532.jpg',\n",
       "  '/data/xusc/exp/topictrack-bee/data/beedance/beedance/bee01/img1/000533.jpg',\n",
       "  '/data/xusc/exp/topictrack-bee/data/beedance/beedance/bee01/img1/000534.jpg',\n",
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       "  '/data/xusc/exp/topictrack-bee/data/beedance/beedance/bee01/img1/000538.jpg',\n",
       "  '/data/xusc/exp/topictrack-bee/data/beedance/beedance/bee01/img1/000539.jpg',\n",
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       "  '/data/xusc/exp/topictrack-bee/data/beedance/beedance/bee01/img1/000594.jpg',\n",
       "  '/data/xusc/exp/topictrack-bee/data/beedance/beedance/bee01/img1/000595.jpg',\n",
       "  '/data/xusc/exp/topictrack-bee/data/beedance/beedance/bee01/img1/000596.jpg',\n",
       "  '/data/xusc/exp/topictrack-bee/data/beedance/beedance/bee01/img1/000597.jpg',\n",
       "  '/data/xusc/exp/topictrack-bee/data/beedance/beedance/bee01/img1/000598.jpg',\n",
       "  '/data/xusc/exp/topictrack-bee/data/beedance/beedance/bee01/img1/000599.jpg',\n",
       "  '/data/xusc/exp/topictrack-bee/data/beedance/beedance/bee01/img1/000600.jpg',\n",
       "  '/data/xusc/exp/topictrack-bee/data/beedance/beedance/bee01/img1/000601.jpg',\n",
       "  '/data/xusc/exp/topictrack-bee/data/beedance/beedance/bee01/img1/000602.jpg',\n",
       "  '/data/xusc/exp/topictrack-bee/data/beedance/beedance/bee01/img1/000603.jpg',\n",
       "  '/data/xusc/exp/topictrack-bee/data/beedance/beedance/bee01/img1/000604.jpg',\n",
       "  '/data/xusc/exp/topictrack-bee/data/beedance/beedance/bee01/img1/000605.jpg',\n",
       "  '/data/xusc/exp/topictrack-bee/data/beedance/beedance/bee01/img1/000606.jpg',\n",
       "  '/data/xusc/exp/topictrack-bee/data/beedance/beedance/bee01/img1/000607.jpg',\n",
       "  '/data/xusc/exp/topictrack-bee/data/beedance/beedance/bee01/img1/000608.jpg',\n",
       "  '/data/xusc/exp/topictrack-bee/data/beedance/beedance/bee01/img1/000609.jpg',\n",
       "  '/data/xusc/exp/topictrack-bee/data/beedance/beedance/bee01/img1/000610.jpg',\n",
       "  '/data/xusc/exp/topictrack-bee/data/beedance/beedance/bee01/img1/000611.jpg',\n",
       "  '/data/xusc/exp/topictrack-bee/data/beedance/beedance/bee01/img1/000612.jpg',\n",
       "  '/data/xusc/exp/topictrack-bee/data/beedance/beedance/bee01/img1/000613.jpg',\n",
       "  '/data/xusc/exp/topictrack-bee/data/beedance/beedance/bee01/img1/000614.jpg',\n",
       "  '/data/xusc/exp/topictrack-bee/data/beedance/beedance/bee01/img1/000615.jpg',\n",
       "  '/data/xusc/exp/topictrack-bee/data/beedance/beedance/bee01/img1/000616.jpg',\n",
       "  '/data/xusc/exp/topictrack-bee/data/beedance/beedance/bee01/img1/000617.jpg',\n",
       "  '/data/xusc/exp/topictrack-bee/data/beedance/beedance/bee01/img1/000618.jpg',\n",
       "  '/data/xusc/exp/topictrack-bee/data/beedance/beedance/bee01/img1/000619.jpg',\n",
       "  '/data/xusc/exp/topictrack-bee/data/beedance/beedance/bee01/img1/000620.jpg',\n",
       "  '/data/xusc/exp/topictrack-bee/data/beedance/beedance/bee01/img1/000621.jpg',\n",
       "  '/data/xusc/exp/topictrack-bee/data/beedance/beedance/bee01/img1/000622.jpg',\n",
       "  '/data/xusc/exp/topictrack-bee/data/beedance/beedance/bee01/img1/000623.jpg',\n",
       "  '/data/xusc/exp/topictrack-bee/data/beedance/beedance/bee01/img1/000624.jpg',\n",
       "  '/data/xusc/exp/topictrack-bee/data/beedance/beedance/bee01/img1/000625.jpg',\n",
       "  '/data/xusc/exp/topictrack-bee/data/beedance/beedance/bee01/img1/000626.jpg',\n",
       "  '/data/xusc/exp/topictrack-bee/data/beedance/beedance/bee01/img1/000627.jpg',\n",
       "  '/data/xusc/exp/topictrack-bee/data/beedance/beedance/bee01/img1/000628.jpg',\n",
       "  '/data/xusc/exp/topictrack-bee/data/beedance/beedance/bee01/img1/000629.jpg',\n",
       "  '/data/xusc/exp/topictrack-bee/data/beedance/beedance/bee01/img1/000630.jpg',\n",
       "  '/data/xusc/exp/topictrack-bee/data/beedance/beedance/bee01/img1/000631.jpg',\n",
       "  '/data/xusc/exp/topictrack-bee/data/beedance/beedance/bee01/img1/000632.jpg',\n",
       "  '/data/xusc/exp/topictrack-bee/data/beedance/beedance/bee01/img1/000633.jpg',\n",
       "  '/data/xusc/exp/topictrack-bee/data/beedance/beedance/bee01/img1/000634.jpg',\n",
       "  '/data/xusc/exp/topictrack-bee/data/beedance/beedance/bee01/img1/000635.jpg',\n",
       "  '/data/xusc/exp/topictrack-bee/data/beedance/beedance/bee01/img1/000636.jpg',\n",
       "  '/data/xusc/exp/topictrack-bee/data/beedance/beedance/bee01/img1/000637.jpg',\n",
       "  '/data/xusc/exp/topictrack-bee/data/beedance/beedance/bee01/img1/000638.jpg',\n",
       "  '/data/xusc/exp/topictrack-bee/data/beedance/beedance/bee01/img1/000639.jpg',\n",
       "  '/data/xusc/exp/topictrack-bee/data/beedance/beedance/bee01/img1/000640.jpg',\n",
       "  '/data/xusc/exp/topictrack-bee/data/beedance/beedance/bee01/img1/000641.jpg',\n",
       "  '/data/xusc/exp/topictrack-bee/data/beedance/beedance/bee01/img1/000642.jpg',\n",
       "  '/data/xusc/exp/topictrack-bee/data/beedance/beedance/bee01/img1/000643.jpg',\n",
       "  '/data/xusc/exp/topictrack-bee/data/beedance/beedance/bee01/img1/000644.jpg',\n",
       "  '/data/xusc/exp/topictrack-bee/data/beedance/beedance/bee01/img1/000645.jpg',\n",
       "  '/data/xusc/exp/topictrack-bee/data/beedance/beedance/bee01/img1/000646.jpg',\n",
       "  '/data/xusc/exp/topictrack-bee/data/beedance/beedance/bee01/img1/000647.jpg',\n",
       "  '/data/xusc/exp/topictrack-bee/data/beedance/beedance/bee01/img1/000648.jpg',\n",
       "  '/data/xusc/exp/topictrack-bee/data/beedance/beedance/bee01/img1/000649.jpg',\n",
       "  '/data/xusc/exp/topictrack-bee/data/beedance/beedance/bee01/img1/000650.jpg',\n",
       "  '/data/xusc/exp/topictrack-bee/data/beedance/beedance/bee01/img1/000651.jpg',\n",
       "  '/data/xusc/exp/topictrack-bee/data/beedance/beedance/bee01/img1/000652.jpg',\n",
       "  '/data/xusc/exp/topictrack-bee/data/beedance/beedance/bee01/img1/000653.jpg',\n",
       "  '/data/xusc/exp/topictrack-bee/data/beedance/beedance/bee01/img1/000654.jpg',\n",
       "  '/data/xusc/exp/topictrack-bee/data/beedance/beedance/bee01/img1/000655.jpg',\n",
       "  '/data/xusc/exp/topictrack-bee/data/beedance/beedance/bee01/img1/000656.jpg',\n",
       "  '/data/xusc/exp/topictrack-bee/data/beedance/beedance/bee01/img1/000657.jpg',\n",
       "  '/data/xusc/exp/topictrack-bee/data/beedance/beedance/bee01/img1/000658.jpg',\n",
       "  '/data/xusc/exp/topictrack-bee/data/beedance/beedance/bee01/img1/000659.jpg',\n",
       "  '/data/xusc/exp/topictrack-bee/data/beedance/beedance/bee01/img1/000660.jpg',\n",
       "  '/data/xusc/exp/topictrack-bee/data/beedance/beedance/bee01/img1/000661.jpg',\n",
       "  '/data/xusc/exp/topictrack-bee/data/beedance/beedance/bee01/img1/000662.jpg',\n",
       "  '/data/xusc/exp/topictrack-bee/data/beedance/beedance/bee01/img1/000663.jpg',\n",
       "  '/data/xusc/exp/topictrack-bee/data/beedance/beedance/bee01/img1/000664.jpg',\n",
       "  '/data/xusc/exp/topictrack-bee/data/beedance/beedance/bee01/img1/000665.jpg'],\n",
       " array([[  0.,   1.,   9., ...,   1.,   1.,   1.],\n",
       "        [  0.,   2., 140., ...,   1.,   1.,   1.],\n",
       "        [  0.,   3.,   1., ...,   1.,   1.,   1.],\n",
       "        ...,\n",
       "        [664.,  34., 181., ...,   1.,   1.,   1.],\n",
       "        [664.,  35., 330., ...,   1.,   1.,   1.],\n",
       "        [664.,  36.,  30., ...,   1.,   1.,   1.]]))"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "True"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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